A CNN trained on raw candlestick chart images predicts market strength at roughly 0.7 accuracy, and adding YOLO-detected candlestick patterns does not reliably improve that performance.
We selected stocks(AAPL), exchange(EUR_USD), and crypto(Bitcoin) as our trading instruments of interest to get data for our train model and perform p redictions
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Investigating Market Strength Prediction with CNNs on Candlestick Chart Images
A CNN trained on raw candlestick chart images predicts market strength at roughly 0.7 accuracy, and adding YOLO-detected candlestick patterns does not reliably improve that performance.